2qj6-tvch

Dataset statistics

Number of variables	13
Number of observations	2391
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	380.7 KiB
Average record size in memory	163.1 B

Variable types

NUM	12
CAT	1

Warnings

`AllCallsUnder4min` is highly correlated with `EMSResponseUnder4min`	High correlation
`EMSResponseUnder4min` is highly correlated with `AllCallsUnder4min`	High correlation
`Alarm Date` has unique values	Unique
`Fire_Count` has 564 (23.6%) zeros	Zeros
`FireResponseUnder4min` has 902 (37.7%) zeros	Zeros
`FireResponseUnder4minPercent` has 902 (37.7%) zeros	Zeros

Reproduction

Analysis started	2020-12-12 23:37:29.170769
Analysis finished	2020-12-12 23:37:40.724210
Duration	11.55 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

Alarm Date
Categorical

UNIQUE

Distinct	2391
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	18.8 KiB

09/16/2013	1
12/28/2012	1
06/23/2015	1
10/29/2016	1
08/30/2013	1
Other values (2386)	2386

Common Values
Overview

Value	Count	Frequency (%)
09/16/2013	1	< 0.1%
12/28/2012	1	< 0.1%
06/23/2015	1	< 0.1%
10/29/2016	1	< 0.1%
08/30/2013	1	< 0.1%
03/18/2014	1	< 0.1%
11/29/2016	1	< 0.1%
05/04/2014	1	< 0.1%
03/28/2018	1	< 0.1%
08/12/2015	1	< 0.1%
12/19/2017	1	< 0.1%
08/19/2012	1	< 0.1%
05/10/2015	1	< 0.1%
12/20/2017	1	< 0.1%
03/30/2013	1	< 0.1%
07/04/2014	1	< 0.1%
02/14/2012	1	< 0.1%
03/10/2018	1	< 0.1%
09/24/2015	1	< 0.1%
09/01/2013	1	< 0.1%
09/16/2015	1	< 0.1%
01/18/2016	1	< 0.1%
01/16/2014	1	< 0.1%
12/28/2017	1	< 0.1%
04/22/2016	1	< 0.1%
Other values (2366)	2366	99.0%

Frequencies of value counts

Unique

Unique	2391 ?
Unique (%)	100.0%

Histogram of lengths of the category

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Overview of Unicode Properties

Unique unicode characters	11
Unique unicode categories	2 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	5355	22.4%
/	4782	20.0%
1	4410	18.4%
2	4152	17.4%
3	934	3.9%
5	818	3.4%
6	812	3.4%
4	811	3.4%
7	805	3.4%
8	621	2.6%
9	410	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	19128	80.0%
Other Punctuation	4782	20.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	5355	28.0%
1	4410	23.1%
2	4152	21.7%
3	934	4.9%
5	818	4.3%
6	812	4.2%
4	811	4.2%
7	805	4.2%
8	621	3.2%
9	410	2.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	4782	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	23910	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
0	5355	22.4%
/	4782	20.0%
1	4410	18.4%
2	4152	17.4%
3	934	3.9%
5	818	3.4%
6	812	3.4%
4	811	3.4%
7	805	3.4%
8	621	2.6%
9	410	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23910	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	5355	22.4%
/	4782	20.0%
1	4410	18.4%
2	4152	17.4%
3	934	3.9%
5	818	3.4%
6	812	3.4%
4	811	3.4%
7	805	3.4%
8	621	2.6%
9	410	1.7%

Total Calls
Real number (ℝ_≥0)

Distinct	85
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	68.67837725
Minimum	35
Maximum	154
Zeros	0
Zeros (%)	0.0%
Memory size	18.8 KiB

Quantile statistics

Minimum	35
5-th percentile	48
Q1	59
median	67
Q3	78
95-th percentile	93
Maximum	154
Range	119
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	14.01627375
Coefficient of variation (CV)	0.2040856862
Kurtosis	0.8023960406
Mean	68.67837725
Median Absolute Deviation (MAD)	9
Skewness	0.5944399929
Sum	164210
Variance	196.4559298
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	80	3.3%
64	76	3.2%
60	76	3.2%
66	73	3.1%
61	72	3.0%
65	72	3.0%
67	71	3.0%
69	70	2.9%
59	66	2.8%
68	64	2.7%
71	62	2.6%
56	61	2.6%
73	60	2.5%
54	59	2.5%
63	58	2.4%
55	58	2.4%
72	56	2.3%
79	54	2.3%
74	53	2.2%
77	52	2.2%
57	52	2.2%
58	49	2.0%
76	49	2.0%
52	46	1.9%
70	46	1.9%
Other values (60)	856	35.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
35	2	0.1%
36	2	0.1%
37	3	0.1%
39	2	0.1%
40	8	0.3%
41	6	0.3%
42	9	0.4%
43	7	0.3%
44	13	0.5%
45	15	0.6%

Value	Count	Frequency (%)
154	1	< 0.1%
126	1	< 0.1%
125	1	< 0.1%
123	1	< 0.1%
118	2	0.1%
117	1	< 0.1%
116	2	0.1%
114	3	0.1%
112	3	0.1%
111	3	0.1%

Fire_Count
Real number (ℝ_≥0)

ZEROS

Distinct	14
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.757841907
Minimum	0
Maximum	15
Zeros	564
Zeros (%)	23.6%
Memory size	18.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	1
Q3	3
95-th percentile	5
Maximum	15
Range	15
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.666905341
Coefficient of variation (CV)	0.9482680634
Kurtosis	5.031737514
Mean	1.757841907
Median Absolute Deviation (MAD)	1
Skewness	1.622135073
Sum	4203
Variance	2.778573416
Monotocity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
1	690	28.9%
0	564	23.6%
2	517	21.6%
3	307	12.8%
4	172	7.2%
5	67	2.8%
6	32	1.3%
7	19	0.8%
8	13	0.5%
9	4	0.2%
10	3	0.1%
15	1	< 0.1%
11	1	< 0.1%
14	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	564	23.6%
1	690	28.9%
2	517	21.6%
3	307	12.8%
4	172	7.2%
5	67	2.8%
6	32	1.3%
7	19	0.8%
8	13	0.5%
9	4	0.2%

Value	Count	Frequency (%)
15	1	< 0.1%
14	1	< 0.1%
11	1	< 0.1%
10	3	0.1%
9	4	0.2%
8	13	0.5%
7	19	0.8%
6	32	1.3%
5	67	2.8%
4	172	7.2%

EMS_Count
Real number (ℝ_≥0)

Distinct	64
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	48.72354663
Minimum	21
Maximum	85
Zeros	0
Zeros (%)	0.0%
Memory size	18.8 KiB

Quantile statistics

Minimum	21
5-th percentile	33.5
Q1	41
median	48
Q3	55
95-th percentile	67
Maximum	85
Range	64
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	10.23077367
Coefficient of variation (CV)	0.2099759639
Kurtosis	-0.003072508756
Mean	48.72354663
Median Absolute Deviation (MAD)	7
Skewness	0.3608575704
Sum	116498
Variance	104.6687298
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	105	4.4%
44	103	4.3%
40	98	4.1%
50	96	4.0%
48	95	4.0%
42	93	3.9%
46	93	3.9%
47	90	3.8%
54	81	3.4%
39	80	3.3%
53	79	3.3%
43	78	3.3%
41	76	3.2%
51	73	3.1%
49	72	3.0%
56	70	2.9%
52	67	2.8%
55	65	2.7%
38	57	2.4%
58	55	2.3%
59	51	2.1%
37	50	2.1%
57	49	2.0%
35	47	2.0%
61	47	2.0%
Other values (39)	521	21.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
21	2	0.1%
22	3	0.1%
23	1	< 0.1%
24	2	0.1%
25	2	0.1%
26	8	0.3%
27	7	0.3%
28	9	0.4%
29	9	0.4%
30	10	0.4%

Value	Count	Frequency (%)
85	1	< 0.1%
84	1	< 0.1%
83	2	0.1%
82	2	0.1%
81	1	< 0.1%
80	1	< 0.1%
79	1	< 0.1%
78	5	0.2%
77	5	0.2%
75	3	0.1%

Other_Count
Real number (ℝ_≥0)

Distinct	53
Distinct (%)	2.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	18.195734
Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Memory size	18.8 KiB

Quantile statistics

Minimum	1
5-th percentile	9
Q1	14
median	17
Q3	21
95-th percentile	29
Maximum	100
Range	99
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	6.853041852
Coefficient of variation (CV)	0.3766290413
Kurtosis	14.4008765
Mean	18.195734
Median Absolute Deviation (MAD)	4
Skewness	2.144269731
Sum	43506
Variance	46.96418263
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
18	174	7.3%
16	167	7.0%
14	160	6.7%
15	153	6.4%
20	152	6.4%
19	149	6.2%
17	147	6.1%
13	137	5.7%
21	130	5.4%
12	118	4.9%
11	115	4.8%
22	87	3.6%
23	81	3.4%
10	74	3.1%
24	67	2.8%
26	67	2.8%
25	67	2.8%
9	59	2.5%
27	46	1.9%
28	35	1.5%
8	31	1.3%
30	22	0.9%
29	22	0.9%
32	19	0.8%
7	18	0.8%
Other values (28)	94	3.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	17	0.7%
7	18	0.8%
8	31	1.3%
9	59	2.5%
10	74	3.1%
11	115	4.8%
12	118	4.9%

Value	Count	Frequency (%)
100	1	< 0.1%
76	1	< 0.1%
66	1	< 0.1%
63	1	< 0.1%
59	1	< 0.1%
56	2	0.1%
53	1	< 0.1%
52	2	0.1%
51	2	0.1%
49	2	0.1%

FireResponseUnder4min
Real number (ℝ_≥0)

ZEROS

Distinct	10
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.107904642
Minimum	0
Maximum	10
Zeros	902
Zeros (%)	37.7%
Memory size	18.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	3
Maximum	10
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.203231458
Coefficient of variation (CV)	1.086042437
Kurtosis	3.490975994
Mean	1.107904642
Median Absolute Deviation (MAD)	1
Skewness	1.463714558
Sum	2649
Variance	1.447765942
Monotocity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	902	37.7%
1	775	32.4%
2	430	18.0%
3	184	7.7%
4	62	2.6%
5	25	1.0%
6	7	0.3%
7	3	0.1%
8	2	0.1%
10	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	902	37.7%
1	775	32.4%
2	430	18.0%
3	184	7.7%
4	62	2.6%
5	25	1.0%
6	7	0.3%
7	3	0.1%
8	2	0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
8	2	0.1%
7	3	0.1%
6	7	0.3%
5	25	1.0%
4	62	2.6%
3	184	7.7%
2	430	18.0%
1	775	32.4%
0	902	37.7%

EMSResponseUnder4min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	54
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	31.56712673
Minimum	7
Maximum	68
Zeros	0
Zeros (%)	0.0%
Memory size	18.8 KiB

Quantile statistics

Minimum	7
5-th percentile	19
Q1	25
median	31
Q3	37
95-th percentile	47
Maximum	68
Range	61
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	8.596218303
Coefficient of variation (CV)	0.2723155128
Kurtosis	0.2533618732
Mean	31.56712673
Median Absolute Deviation (MAD)	6
Skewness	0.4689070682
Sum	75477
Variance	73.8949691
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27	124	5.2%
31	120	5.0%
28	118	4.9%
30	115	4.8%
29	111	4.6%
32	109	4.6%
33	109	4.6%
24	106	4.4%
35	100	4.2%
26	94	3.9%
25	92	3.8%
34	87	3.6%
22	85	3.6%
23	80	3.3%
37	80	3.3%
41	72	3.0%
38	66	2.8%
36	65	2.7%
39	62	2.6%
40	54	2.3%
21	51	2.1%
42	47	2.0%
20	44	1.8%
19	37	1.5%
43	36	1.5%
Other values (29)	327	13.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7	1	< 0.1%
8	1	< 0.1%
11	6	0.3%
12	3	0.1%
13	8	0.3%
14	2	0.1%
15	19	0.8%
16	18	0.8%
17	21	0.9%
18	28	1.2%

Value	Count	Frequency (%)
68	1	< 0.1%
67	1	< 0.1%
62	1	< 0.1%
61	1	< 0.1%
59	2	0.1%
58	2	0.1%
57	5	0.2%
56	5	0.2%
54	13	0.5%
53	9	0.4%

OtherResponseUnder4min
Real number (ℝ_≥0)

Distinct	30
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	10.77457131
Minimum	0
Maximum	55
Zeros	2
Zeros (%)	0.1%
Memory size	18.8 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	8
median	10
Q3	13
95-th percentile	19
Maximum	55
Range	55
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	4.502602406
Coefficient of variation (CV)	0.4178915594
Kurtosis	4.12159444
Mean	10.77457131
Median Absolute Deviation (MAD)	3
Skewness	1.010663545
Sum	25762
Variance	20.27342842
Monotocity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
11	224	9.4%
8	222	9.3%
9	218	9.1%
10	216	9.0%
7	210	8.8%
12	194	8.1%
6	159	6.6%
13	149	6.2%
14	144	6.0%
15	104	4.3%
5	98	4.1%
16	80	3.3%
4	73	3.1%
17	54	2.3%
18	54	2.3%
19	42	1.8%
20	30	1.3%
3	27	1.1%
21	22	0.9%
22	18	0.8%
2	15	0.6%
23	13	0.5%
25	7	0.3%
24	6	0.3%
1	4	0.2%
Other values (5)	8	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	0.1%
1	4	0.2%
2	15	0.6%
3	27	1.1%
4	73	3.1%
5	98	4.1%
6	159	6.6%
7	210	8.8%
8	222	9.3%
9	218	9.1%

Value	Count	Frequency (%)
55	1	< 0.1%
32	1	< 0.1%
27	3	0.1%
26	1	< 0.1%
25	7	0.3%
24	6	0.3%
23	13	0.5%
22	18	0.8%
21	22	0.9%
20	30	1.3%

AllCallsUnder4min
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	69
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	43.45043915
Minimum	9
Maximum	93
Zeros	0
Zeros (%)	0.0%
Memory size	18.8 KiB

Quantile statistics

Minimum	9
5-th percentile	27.5
Q1	36
median	42
Q3	50
95-th percentile	64
Maximum	93
Range	84
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	11.06681641
Coefficient of variation (CV)	0.2546997598
Kurtosis	0.4871342094
Mean	43.45043915
Median Absolute Deviation (MAD)	7
Skewness	0.590323627
Sum	103890
Variance	122.4744255
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37	97	4.1%
35	95	4.0%
38	92	3.8%
40	92	3.8%
39	92	3.8%
44	91	3.8%
41	89	3.7%
42	88	3.7%
45	86	3.6%
46	85	3.6%
36	84	3.5%
43	83	3.5%
34	76	3.2%
33	68	2.8%
49	68	2.8%
48	68	2.8%
47	66	2.8%
50	62	2.6%
32	54	2.3%
53	52	2.2%
30	51	2.1%
31	50	2.1%
51	47	2.0%
54	44	1.8%
57	43	1.8%
Other values (44)	568	23.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9	1	< 0.1%
15	1	< 0.1%
18	1	< 0.1%
19	5	0.2%
20	7	0.3%
21	4	0.2%
22	13	0.5%
23	10	0.4%
24	13	0.5%
25	17	0.7%

Value	Count	Frequency (%)
93	1	< 0.1%
91	1	< 0.1%
90	1	< 0.1%
83	1	< 0.1%
80	2	0.1%
79	1	< 0.1%
78	4	0.2%
77	2	0.1%
76	5	0.2%
75	1	< 0.1%

FireResponseUnder4minPercent
Real number (ℝ_≥0)

ZEROS

Distinct	28
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	49.18695107
Minimum	0
Maximum	100
Zeros	902
Zeros (%)	37.7%
Memory size	18.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	50
Q3	100
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	100

Descriptive statistics

Standard deviation	43.12985857
Coefficient of variation (CV)	0.8768557032
Kurtosis	-1.697145757
Mean	49.18695107
Median Absolute Deviation (MAD)	50
Skewness	0.003197124039
Sum	117606
Variance	1860.1847
Monotocity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0	902	37.7%
100	809	33.8%
50	277	11.6%
67	139	5.8%
33	71	3.0%
75	66	2.8%
25	26	1.1%
60	18	0.8%
80	17	0.7%
40	16	0.7%
20	8	0.3%
71	8	0.3%
57	5	0.2%
62	4	0.2%
17	4	0.2%
83	4	0.2%
12	2	0.1%
88	2	0.1%
86	2	0.1%
29	2	0.1%
43	2	0.1%
70	1	< 0.1%
27	1	< 0.1%
44	1	< 0.1%
38	1	< 0.1%
Other values (3)	3	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	902	37.7%
12	2	0.1%
17	4	0.2%
20	8	0.3%
22	1	< 0.1%
25	26	1.1%
27	1	< 0.1%
29	2	0.1%
33	71	3.0%
38	1	< 0.1%

Value	Count	Frequency (%)
100	809	33.8%
89	1	< 0.1%
88	2	0.1%
86	2	0.1%
83	4	0.2%
80	17	0.7%
75	66	2.8%
71	8	0.3%
70	1	< 0.1%
67	139	5.8%

EMSResponseUnder4minPercent
Real number (ℝ_≥0)

Distinct	62
Distinct (%)	2.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	64.53910498
Minimum	13
Maximum	90
Zeros	0
Zeros (%)	0.0%
Memory size	18.8 KiB

Quantile statistics

Minimum	13
5-th percentile	48
Q1	59
median	65
Q3	71
95-th percentile	79
Maximum	90
Range	77
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	9.423288468
Coefficient of variation (CV)	0.1460089735
Kurtosis	0.8059335879
Mean	64.53910498
Median Absolute Deviation (MAD)	6
Skewness	-0.4552762755
Sum	154313
Variance	88.79836556
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65	125	5.2%
62	116	4.9%
67	112	4.7%
64	107	4.5%
68	106	4.4%
61	102	4.3%
69	101	4.2%
70	95	4.0%
66	93	3.9%
71	83	3.5%
60	82	3.4%
59	75	3.1%
63	73	3.1%
57	73	3.1%
74	70	2.9%
72	69	2.9%
73	66	2.8%
76	66	2.8%
58	64	2.7%
56	56	2.3%
75	52	2.2%
55	50	2.1%
53	46	1.9%
54	44	1.8%
78	43	1.8%
Other values (37)	422	17.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
13	1	< 0.1%
21	1	< 0.1%
23	1	< 0.1%
25	1	< 0.1%
28	2	0.1%
29	1	< 0.1%
31	1	< 0.1%
34	1	< 0.1%
35	3	0.1%
36	4	0.2%

Value	Count	Frequency (%)
90	1	< 0.1%
89	3	0.1%
88	5	0.2%
86	3	0.1%
85	7	0.3%
84	7	0.3%
83	10	0.4%
82	20	0.8%
81	14	0.6%
80	34	1.4%

OtherResponseUnder4minPercent
Real number (ℝ_≥0)

Distinct	85
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	59.47093266
Minimum	0
Maximum	100
Zeros	2
Zeros (%)	0.1%
Memory size	18.8 KiB

Quantile statistics

Minimum	0
5-th percentile	36
Q1	50
median	60
Q3	69
95-th percentile	82
Maximum	100
Range	100
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	14.24078253
Coefficient of variation (CV)	0.2394578643
Kurtosis	0.2154989153
Mean	59.47093266
Median Absolute Deviation (MAD)	10
Skewness	-0.2514220389
Sum	142195
Variance	202.799887
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
67	140	5.9%
50	133	5.6%
62	95	4.0%
56	86	3.6%
57	81	3.4%
64	80	3.3%
60	72	3.0%
55	72	3.0%
58	67	2.8%
65	67	2.8%
53	66	2.8%
71	66	2.8%
69	65	2.7%
75	64	2.7%
70	59	2.5%
44	59	2.5%
73	58	2.4%
47	52	2.2%
54	51	2.1%
61	50	2.1%
59	41	1.7%
52	41	1.7%
63	39	1.6%
40	38	1.6%
68	37	1.5%
Other values (60)	712	29.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	0.1%
8	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
13	1	< 0.1%
14	2	0.1%
15	1	< 0.1%
17	1	< 0.1%
18	2	0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
100	7	0.3%
95	1	< 0.1%
94	1	< 0.1%
93	1	< 0.1%
92	7	0.3%
91	3	0.1%
90	8	0.3%
89	9	0.4%
88	8	0.3%
87	8	0.3%

AllCallsUnder4minPercent
Real number (ℝ_≥0)

Distinct	59
Distinct (%)	2.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	63.1384358
Minimum	18
Maximum	89
Zeros	0
Zeros (%)	0.0%
Memory size	18.8 KiB

Quantile statistics

Minimum	18
5-th percentile	48
Q1	58
median	64
Q3	69
95-th percentile	76
Maximum	89
Range	71
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	8.479736559
Coefficient of variation (CV)	0.1343038745
Kurtosis	1.048705914
Mean	63.1384358
Median Absolute Deviation (MAD)	5
Skewness	-0.4876435979
Sum	150964
Variance	71.90593211
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
65	132	5.5%
62	129	5.4%
67	126	5.3%
64	117	4.9%
68	112	4.7%
66	110	4.6%
59	103	4.3%
61	102	4.3%
63	100	4.2%
60	95	4.0%
70	94	3.9%
58	92	3.8%
69	90	3.8%
56	78	3.3%
71	77	3.2%
57	75	3.1%
72	65	2.7%
55	65	2.7%
54	53	2.2%
74	49	2.0%
73	49	2.0%
75	44	1.8%
77	39	1.6%
52	39	1.6%
53	35	1.5%
Other values (34)	321	13.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
18	1	< 0.1%
21	1	< 0.1%
25	1	< 0.1%
26	1	< 0.1%
27	1	< 0.1%
30	1	< 0.1%
31	1	< 0.1%
32	2	0.1%
35	1	< 0.1%
36	1	< 0.1%

Value	Count	Frequency (%)
89	1	< 0.1%
87	1	< 0.1%
85	3	0.1%
83	7	0.3%
82	5	0.2%
81	9	0.4%
80	15	0.6%
79	19	0.8%
78	19	0.8%
77	39	1.6%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	Alarm Date	Total Calls	Fire_Count	EMS_Count	Other_Count	FireResponseUnder4min	EMSResponseUnder4min	OtherResponseUnder4min	AllCallsUnder4min	FireResponseUnder4minPercent	EMSResponseUnder4minPercent	OtherResponseUnder4minPercent	AllCallsUnder4minPercent
0	08/11/2014	65	4	40	21	4	25	18	47	100	62	86	72
1	03/23/2013	69	1	55	13	0	41	6	47	0	75	46	68
2	12/13/2014	51	0	38	13	0	23	6	29	0	61	46	57
3	04/19/2014	55	3	39	13	0	31	5	36	0	79	38	65
4	09/23/2012	46	2	33	11	1	26	10	37	50	79	91	80
5	01/20/2012	73	2	49	22	1	24	11	36	50	49	50	49
6	07/13/2015	79	2	50	27	1	33	18	52	50	66	67	66
7	09/28/2014	62	3	43	16	3	25	10	38	100	58	62	61
8	02/27/2013	42	1	35	6	1	20	4	25	100	57	67	60
9	08/07/2012	54	1	48	5	0	33	2	35	0	69	40	65

Last rows

	Alarm Date	Total Calls	Fire_Count	EMS_Count	Other_Count	FireResponseUnder4min	EMSResponseUnder4min	OtherResponseUnder4min	AllCallsUnder4min	FireResponseUnder4minPercent	EMSResponseUnder4minPercent	OtherResponseUnder4minPercent	AllCallsUnder4minPercent
2381	07/08/2018	66	0	47	19	0	39	15	54	0	83	79	82
2382	07/13/2018	101	2	78	21	2	62	16	80	100	79	76	79
2383	05/29/2018	81	2	59	20	1	46	11	58	50	78	55	72
2384	07/15/2018	85	2	63	20	1	44	17	62	50	70	85	73
2385	06/18/2018	112	4	77	31	3	61	26	90	75	79	84	80
2386	07/12/2018	96	4	69	23	2	49	17	68	50	71	74	71
2387	07/16/2018	87	3	48	36	3	34	23	60	100	71	64	69
2388	07/18/2018	91	3	63	25	1	43	18	62	33	68	72	68
2389	07/17/2018	125	2	71	52	1	49	27	77	50	69	52	62
2390	07/14/2018	92	3	57	32	2	38	24	64	67	67	75	70

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows